Bayesian Zero-and-One Inflated Dirichlet Regression Modelling
Random generation of datasets using the dirichlet broken stick method
Extract point estimates of compositions from fitted model.
Find appropriate standard deviations for prior
Fit a trinomial mixture model with Stan
Extract estimates of predicted latent proportions.
Extract parameters from fitted model.
Fit a trinomial mixture model that optionally includes covariates to e...
Find appropriate prior for a given target distribution.
The 'zoid' package.
Fits Dirichlet regression and zero-and-one inflated Dirichlet regression with Bayesian methods implemented in Stan. These models are sometimes referred to as trinomial mixture models; covariates and overdispersion can optionally be included.